Pith Number

pith:YPUQFPPL

pith:2024:YPUQFPPLVTTKUVCSMDAFUQFZRF

not attested not anchored not stored refs pending

Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression

Chen Chen, Qi Wang, Xiangyang Ji, Yixiu Mao, Yun Qu

arxiv:2410.19400 v4 · 2024-10-25 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{YPUQFPPLVTTKUVCSMDAFUQFZRF}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Variational OOD State Correction for Offline Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:29:34.702940Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c3e902bdebace6aa545260c05a40b989526997417eb674ad3b81d6d4b7898d70

Aliases

arxiv: 2410.19400 · arxiv_version: 2410.19400v4 · doi: 10.48550/arxiv.2410.19400 · pith_short_12: YPUQFPPLVTTK · pith_short_16: YPUQFPPLVTTKUVCS · pith_short_8: YPUQFPPL

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/YPUQFPPLVTTKUVCSMDAFUQFZRF \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: c3e902bdebace6aa545260c05a40b989526997417eb674ad3b81d6d4b7898d70

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "773d3a1fcad0024a14e6d70e710ca4d02dcb3d00513c08c1f0c4a763f8c7dd45",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-25T09:01:37Z",
    "title_canon_sha256": "eba711c2e6060d6bfebd6967aa364c8b1885a4f2657be20c54f82beb1499635c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19400",
    "kind": "arxiv",
    "version": 4
  }
}